Triple

T12424872
Position Surface form Disambiguated ID Type / Status
Subject The Mechanic E296870 entity
Predicate mainCharacter P1183 FINISHED
Object Arthur Bishop
Arthur Bishop is a highly skilled, methodical hitman known for executing meticulously planned, seemingly accidental assassinations in the action-thriller film "The Mechanic."
E986515 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Arthur Bishop | Statement: [The Mechanic, mainCharacter, Arthur Bishop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Bishop
Context triple: [The Mechanic, mainCharacter, Arthur Bishop]
  • A. Arthur Bishop
    Arthur Bishop was the son of famed Canadian World War I flying ace William Avery "Billy" Bishop.
  • B. William Bishop
    William Bishop was an American film and television actor active in the 1940s and 1950s, known for his roles in Westerns and adventure films.
  • C. Arthur Giles Bishop
    Arthur Giles Bishop was a prominent figure in aviation or local civic life after whom Bishop International Airport in Flint, Michigan, was named.
  • D. Arthur Bannister
    Arthur Bannister is a cunning, crippled defense attorney and one of the central, morally ambiguous figures in Orson Welles’s film noir *The Lady from Shanghai*.
  • E. Barry Bishop
    Barry Bishop was an American mountaineer and National Geographic photographer best known for his pioneering high-altitude climbs, including being part of the first American team to summit Mount Everest.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Arthur Bishop
Triple: [The Mechanic, mainCharacter, Arthur Bishop]
Generated description
Arthur Bishop is a highly skilled, methodical hitman known for executing meticulously planned, seemingly accidental assassinations in the action-thriller film "The Mechanic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Bishop
Target entity description: Arthur Bishop is a highly skilled, methodical hitman known for executing meticulously planned, seemingly accidental assassinations in the action-thriller film "The Mechanic."
  • A. Arthur Bishop
    Arthur Bishop was the son of famed Canadian World War I flying ace William Avery "Billy" Bishop.
  • B. William Bishop
    William Bishop was an American film and television actor active in the 1940s and 1950s, known for his roles in Westerns and adventure films.
  • C. Arthur Giles Bishop
    Arthur Giles Bishop was a prominent figure in aviation or local civic life after whom Bishop International Airport in Flint, Michigan, was named.
  • D. Arthur Bannister
    Arthur Bannister is a cunning, crippled defense attorney and one of the central, morally ambiguous figures in Orson Welles’s film noir *The Lady from Shanghai*.
  • E. Barry Bishop
    Barry Bishop was an American mountaineer and National Geographic photographer best known for his pioneering high-altitude climbs, including being part of the first American team to summit Mount Everest.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7b6bd08190b30beba393a5b1e7 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64b97df9081909b281ed6c568fa37 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64def9a6081908c3048f948829051 completed May 2, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64ea1719c8190b91ffaab60db25ad completed May 2, 2026, 7:21 p.m.
Created at: April 8, 2026, 9:55 p.m.